Just in time for #JSM2022, our new paper has been published in the Journal of Machine Learning Research! jmlr.org/papers/v23/21-… Elena A. Erosheva and I propose the first joint statistical model for rankings and scores (1/n)
Rankings and scores are two common types of preference data, which occur in contexts like voting, polling data, recommender systems, and peer review. Because it’s difficult to combine ordinal rankings and cardinal scores, they’re almost always modeled separately (2/n)